{"id":"https://openalex.org/W4312619461","doi":"https://doi.org/10.1109/mmsp55362.2022.9948797","title":"Accurate Human Pose Estimation using RF Signals","display_name":"Accurate Human Pose Estimation using RF Signals","publication_year":2022,"publication_date":"2022-09-26","ids":{"openalex":"https://openalex.org/W4312619461","doi":"https://doi.org/10.1109/mmsp55362.2022.9948797"},"language":"en","primary_location":{"id":"doi:10.1109/mmsp55362.2022.9948797","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mmsp55362.2022.9948797","pdf_url":null,"source":{"id":"https://openalex.org/S4363605768","display_name":"2022 IEEE 24th International Workshop on Multimedia Signal Processing (MMSP)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE 24th International Workshop on Multimedia Signal Processing (MMSP)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5062600918","display_name":"Chunyang Xie","orcid":"https://orcid.org/0000-0002-5074-314X"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]},{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Chunyang Xie","raw_affiliation_strings":["School of Information and Communication Engineering, University of Electronic Science and Technology of China","School of Cyber Science and Technology, University of Science and Technology of China"],"affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, University of Electronic Science and Technology of China","institution_ids":["https://openalex.org/I150229711"]},{"raw_affiliation_string":"School of Cyber Science and Technology, University of Science and Technology of China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038027002","display_name":"Dongheng Zhang","orcid":"https://orcid.org/0000-0001-6309-6626"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dongheng Zhang","raw_affiliation_strings":["School of Cyber Science and Technology, University of Science and Technology of China"],"affiliations":[{"raw_affiliation_string":"School of Cyber Science and Technology, University of Science and Technology of China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112120602","display_name":"Zhi Wu","orcid":"https://orcid.org/0000-0001-7097-4837"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhi Wu","raw_affiliation_strings":["School of Cyber Science and Technology, University of Science and Technology of China"],"affiliations":[{"raw_affiliation_string":"School of Cyber Science and Technology, University of Science and Technology of China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034257982","display_name":"Cong Yu","orcid":"https://orcid.org/0000-0001-6744-021X"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]},{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cong Yu","raw_affiliation_strings":["School of Information and Communication Engineering, University of Electronic Science and Technology of China","School of Cyber Science and Technology, University of Science and Technology of China"],"affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, University of Electronic Science and Technology of China","institution_ids":["https://openalex.org/I150229711"]},{"raw_affiliation_string":"School of Cyber Science and Technology, University of Science and Technology of China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089921601","display_name":"Yang Hu","orcid":"https://orcid.org/0000-0003-0379-1525"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Hu","raw_affiliation_strings":["School of Information Science and Technology, University of Science and Technology of China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, University of Science and Technology of China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102908901","display_name":"Qibin Sun","orcid":"https://orcid.org/0000-0002-6789-7460"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qibin Sun","raw_affiliation_strings":["School of Cyber Science and Technology, University of Science and Technology of China"],"affiliations":[{"raw_affiliation_string":"School of Cyber Science and Technology, University of Science and Technology of China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100378075","display_name":"Yan Chen","orcid":"https://orcid.org/0000-0002-3227-4562"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yan Chen","raw_affiliation_strings":["School of Cyber Science and Technology, University of Science and Technology of China"],"affiliations":[{"raw_affiliation_string":"School of Cyber Science and Technology, University of Science and Technology of China","institution_ids":["https://openalex.org/I126520041"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5062600918"],"corresponding_institution_ids":["https://openalex.org/I126520041","https://openalex.org/I150229711"],"apc_list":null,"apc_paid":null,"fwci":0.9548,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.72147455,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11398","display_name":"Hand Gesture Recognition Systems","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11398","display_name":"Hand Gesture Recognition Systems","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12740","display_name":"Gait Recognition and Analysis","score":0.9965000152587891,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10812","display_name":"Human Pose and Action Recognition","score":0.9912999868392944,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7586248517036438},{"id":"https://openalex.org/keywords/radio-frequency","display_name":"Radio frequency","score":0.672170102596283},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6287638545036316},{"id":"https://openalex.org/keywords/radar","display_name":"Radar","score":0.522100567817688},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5123399496078491},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.47737357020378113},{"id":"https://openalex.org/keywords/block","display_name":"Block (permutation group theory)","score":0.45584267377853394},{"id":"https://openalex.org/keywords/fuse","display_name":"Fuse (electrical)","score":0.44216927886009216},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4407532215118408},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.16320395469665527},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1374223530292511}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7586248517036438},{"id":"https://openalex.org/C74064498","wikidata":"https://www.wikidata.org/wiki/Q3396184","display_name":"Radio frequency","level":2,"score":0.672170102596283},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6287638545036316},{"id":"https://openalex.org/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"score":0.522100567817688},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5123399496078491},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.47737357020378113},{"id":"https://openalex.org/C2777210771","wikidata":"https://www.wikidata.org/wiki/Q4927124","display_name":"Block (permutation group theory)","level":2,"score":0.45584267377853394},{"id":"https://openalex.org/C141353440","wikidata":"https://www.wikidata.org/wiki/Q182221","display_name":"Fuse (electrical)","level":2,"score":0.44216927886009216},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4407532215118408},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.16320395469665527},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1374223530292511},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/mmsp55362.2022.9948797","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mmsp55362.2022.9948797","pdf_url":null,"source":{"id":"https://openalex.org/S4363605768","display_name":"2022 IEEE 24th International Workshop on Multimedia Signal Processing (MMSP)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE 24th International Workshop on Multimedia Signal Processing (MMSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.6200000047683716,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320325599","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W2554247908","https://openalex.org/W2756050327","https://openalex.org/W2799062425","https://openalex.org/W2827033964","https://openalex.org/W2916798096","https://openalex.org/W2990165697","https://openalex.org/W3021587713","https://openalex.org/W3088603624","https://openalex.org/W3109877674","https://openalex.org/W3152753423","https://openalex.org/W3167491448","https://openalex.org/W4210867558","https://openalex.org/W4221160947","https://openalex.org/W4226154523","https://openalex.org/W4321195614","https://openalex.org/W6760224987","https://openalex.org/W6810397894"],"related_works":["https://openalex.org/W3000097931","https://openalex.org/W2354322770","https://openalex.org/W4237547500","https://openalex.org/W1570848052","https://openalex.org/W2373192430","https://openalex.org/W4239268388","https://openalex.org/W1537496349","https://openalex.org/W4243305035","https://openalex.org/W2379407973","https://openalex.org/W2125195795"],"abstract_inverted_index":{"Radio-frequency":[0],"(RF)":[1],"based":[2,167],"human":[3,48,69,82,100,115,231],"sensing":[4],"technologies,":[5],"due":[6],"to":[7,76,109,149,162,188],"their":[8],"great":[9],"practical":[10],"value":[11],"in":[12,22,53,243,258],"various":[13],"applications":[14],"and":[15,58,104,172,215,239,253],"privacy-preserving":[16],"nature,":[17],"have":[18,50],"gained":[19],"tremendous":[20],"attention":[21],"recent":[23],"years.":[24],"However,":[25],"without":[26],"fully":[27,86],"exploiting":[28],"the":[29,34,46,68,77,81,94,99,123,140,151,169,194,200,230],"characteristics":[30,141],"of":[31,36,45,142,202,211,229,237],"radio":[32,165],"signals,":[33,144,217],"performance":[35,201,242],"existing":[37],"methods":[38],"are":[39],"still":[40],"limited.":[41],"First,":[42],"RF":[43,91,137,143,216],"features":[44,112],"moving":[47],"body":[49,70,83,101,232],"different":[51],"representations":[52],"dimensions":[54],"such":[55],"as":[56],"channel":[57],"scale,":[59],"which":[60,79,106,131],"is":[61,71,102,107,160,185],"challenging":[62],"when":[63],"performing":[64],"feature":[65,175],"fusion.":[66],"Besides,":[67],"specularly":[72],"reflective":[73],"with":[74,233,246],"respect":[75],"radar,":[78],"means":[80],"cannot":[84],"be":[85,256],"captured":[87],"by":[88,98,192],"a":[89,128,154,177,208],"single":[90],"snapshot.":[92],"Therefore,":[93],"radar":[95],"signal":[96],"reflected":[97],"sparse":[103],"incomplete,":[105],"difficult":[108],"extract":[110],"high-quality":[111,174],"for":[113],"3D":[114,134,190,213,226],"pose":[116],"estimation.":[117],"In":[118],"this":[119],"paper,":[120],"we":[121,206],"present":[122],"RF-based":[124],"Pose":[125],"Machines":[126],"(RPM),":[127],"novel":[129],"framework":[130],"can":[132],"generate":[133],"skeletons":[135,191,214],"from":[136],"signals.":[138],"Considering":[139],"RPM":[145,204,224],"includes":[146],"several":[147],"modules":[148],"overcome":[150],"challenges.":[152],"Firstly,":[153],"Multidimensional":[155],"Feature":[156],"Fusion":[157],"(MFF)":[158],"backbone":[159],"designed":[161,187],"effectively":[163],"fuse":[164],"signals":[166],"on":[168],"channels'":[170],"correlation":[171],"maintain":[173],"via":[176],"multi-scale":[178],"fusion":[179],"block.":[180],"A":[181],"Spatio-Temporal":[182],"Attention":[183],"network":[184],"then":[186],"reconstruct":[189],"modeling":[193],"non-local":[195],"spatio-temporal":[196],"relationships.":[197],"To":[198],"evaluate":[199],"our":[203],"framework,":[205],"construct":[207],"large-scale":[209],"dataset":[210,252],"synchronized":[212],"RFSkeleton3D.":[218],"Our":[219],"experimental":[220],"results":[221],"show":[222],"that":[223],"locates":[225],"key":[227],"points":[228],"an":[234],"average":[235],"error":[236],"5.71cm":[238],"maintains":[240],"its":[241],"new":[244],"environments":[245],"occlusion":[247],"or":[248],"bad":[249],"illumination.":[250],"The":[251],"codes":[254],"will":[255],"made":[257],"public.":[259]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
